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  <div class="section" id="unicode-howto">
<span id="id1"></span><h1>Unicode 指南<a class="headerlink" href="#unicode-howto" title="永久链接至标题">¶</a></h1>
<dl class="field-list simple">
<dt class="field-odd">发布版本</dt>
<dd class="field-odd"><p>1.12</p>
</dd>
</dl>
<p>本指南讨论了 Python 对于表达文本数据的 Unicode 规范的支持，并且解释了人们试图使用 Unicode 时经常遇到的问题。</p>
<div class="section" id="introduction-to-unicode">
<h2>Unicode 概述<a class="headerlink" href="#introduction-to-unicode" title="永久链接至标题">¶</a></h2>
<div class="section" id="definitions">
<h3>定义<a class="headerlink" href="#definitions" title="永久链接至标题">¶</a></h3>
<p>如今的程序需要具有处理许多不同类型字符的能力。应用程序常常需要国际化以便以用户可选择的不同语言显示信息和输出。同一个程序可能需要以英语、法语、日语、希伯来语或俄语输出错误信息。网页内容可能由任何语言写成，并且可能包含不同的表情符号。Python 的字符串类型使用 Unicode 标准来表示字符，这使 Python 程序能够正常处理所有这些可能的字符。</p>
<p>Unicode 规范 (<a class="reference external" href="https://www.unicode.org/">https://www.unicode.org/</a>) 旨在列出人类语言中用到的每个字符，并赋予每个字符唯一的编码。该规范持续进行修订和更新以添加新的语言和符号。</p>
<p>一个**字符**是文本的最小可能部件。‘A’、‘B’、‘C’ 等都是不同的字符。‘È’ 和 ‘Í’ 也一样。字符会随着语言或者上下文的变化而变化。比如，‘Ⅰ’ 是一个表示 “罗马数字 1” 的字符，它与大写字母 ‘I’ 不同。它们常常看起来相同，但这是两个有着不同含义的不同字符。</p>
<p>Unicode 标准描述了**码位**如何表示字符。一个码位的值是在 0 到 0x10FFFF （大约 110 万个值，目前有其中 11 万个被指派）。在这一标准中并且在这一文档中，一个码位写作 <code class="docutils literal notranslate"><span class="pre">U+265E</span></code> 来表示拥有值 <code class="docutils literal notranslate"><span class="pre">0x265e</span></code> 的字符（十进制下为 9,822）。</p>
<p>Unicode 标准包含了许多表格来列出字符和对应的码位。</p>
<div class="highlight-none notranslate"><div class="highlight"><pre><span></span>0061    &#39;a&#39;; LATIN SMALL LETTER A
0062    &#39;b&#39;; LATIN SMALL LETTER B
0063    &#39;c&#39;; LATIN SMALL LETTER C
...
007B    &#39;{&#39;; LEFT CURLY BRACKET
...
2167    &#39;Ⅷ&#39;; ROMAN NUMERAL EIGHT
2168    &#39;Ⅸ&#39;; ROMAN NUMERAL NINE
...
265E    &#39;♞&#39;; BLACK CHESS KNIGHT
265F    &#39;♟&#39;; BLACK CHESS PAWN
...
1F600   &#39;😀&#39;; GRINNING FACE
1F609   &#39;😉&#39;; WINKING FACE
...
</pre></div>
</div>
<p>严格地说，这些定义暗示了这样的说法是没有意义的：“这是字符 <code class="docutils literal notranslate"><span class="pre">U+265E</span></code>”。<code class="docutils literal notranslate"><span class="pre">U+265E</span></code> 是一个码位，其代表了某特定的字符 —— 在这一情形下，它代表了字符 “国际象棋黑方骑士（黑马）” ‘♞’。在非正式上下文中，码位和字符的差异有时会被忽略。</p>
<p>一个字符在屏幕上或在纸上被表示为一组图形元素，被称为**字形**。比如，大写字母 A 的字形，是斜向的两笔和水平的一笔，而具体的细节取决于所使用的字体。大部分 Python 代码不必担心字形，找到应被显示的正确字形一般来说是用户图形界面工具箱或者终端的字体渲染器的工作。</p>
</div>
<div class="section" id="encodings">
<h3>编码<a class="headerlink" href="#encodings" title="永久链接至标题">¶</a></h3>
<p>上一段可以归结为：一个 Unicode 字符串是一系列码位（从 0 到 <code class="docutils literal notranslate"><span class="pre">0x10FFFF</span></code> 或者说十进制的 1,114,111 的数字）组成的序列。这一序列在内存中需要被表示为一组**码元**，然后**码元** 会对应到包含八个二进制位的字节。将 Unicode 字符串翻译成字节序列的规则被称为**字符编码**，或者**编码**。</p>
<p>你可能会想到的第一种编码是使用一个 32 位的整数来代表一个代码位，然后使用 CPU 对 32 位整数的表达方式。在这一表达方式中，字符串 “Python” 可能看起来像是这样：</p>
<div class="highlight-none notranslate"><div class="highlight"><pre><span></span>   P           y           t           h           o           n
0x50 00 00 00 79 00 00 00 74 00 00 00 68 00 00 00 6f 00 00 00 6e 00 00 00
   0  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
</pre></div>
</div>
<p>This representation is straightforward but using it presents a number of
problems.</p>
<ol class="arabic simple">
<li><p>It's not portable; different processors order the bytes differently.</p></li>
<li><p>It's very wasteful of space.  In most texts, the majority of the code points
are less than 127, or less than 255, so a lot of space is occupied by <code class="docutils literal notranslate"><span class="pre">0x00</span></code>
bytes.  The above string takes 24 bytes compared to the 6 bytes needed for an
ASCII representation.  Increased RAM usage doesn't matter too much (desktop
computers have gigabytes of RAM, and strings aren't usually that large), but
expanding our usage of disk and network bandwidth by a factor of 4 is
intolerable.</p></li>
<li><p>It's not compatible with existing C functions such as <code class="docutils literal notranslate"><span class="pre">strlen()</span></code>, so a new
family of wide string functions would need to be used.</p></li>
</ol>
<p>Therefore this encoding isn't used very much, and people instead choose other
encodings that are more efficient and convenient, such as UTF-8.</p>
<p>UTF-8 is one of the most commonly used encodings, and Python often
defaults to using it.  UTF stands for &quot;Unicode Transformation Format&quot;,
and the '8' means that 8-bit values are used in the encoding.  (There
are also UTF-16 and UTF-32 encodings, but they are less frequently
used than UTF-8.)  UTF-8 uses the following rules:</p>
<ol class="arabic simple">
<li><p>If the code point is &lt; 128, it's represented by the corresponding byte value.</p></li>
<li><p>If the code point is &gt;= 128, it's turned into a sequence of two, three, or
four bytes, where each byte of the sequence is between 128 and 255.</p></li>
</ol>
<p>UTF-8 has several convenient properties:</p>
<ol class="arabic simple">
<li><p>It can handle any Unicode code point.</p></li>
<li><p>A Unicode string is turned into a sequence of bytes that contains embedded
zero bytes only where they represent the null character (U+0000). This means
that UTF-8 strings can be processed by C functions such as <code class="docutils literal notranslate"><span class="pre">strcpy()</span></code> and sent
through protocols that can't handle zero bytes for anything other than
end-of-string markers.</p></li>
<li><p>A string of ASCII text is also valid UTF-8 text.</p></li>
<li><p>UTF-8 is fairly compact; the majority of commonly used characters can be
represented with one or two bytes.</p></li>
<li><p>If bytes are corrupted or lost, it's possible to determine the start of the
next UTF-8-encoded code point and resynchronize.  It's also unlikely that
random 8-bit data will look like valid UTF-8.</p></li>
<li><p>UTF-8 is a byte oriented encoding. The encoding specifies that each
character is represented by a specific sequence of one or more bytes. This
avoids the byte-ordering issues that can occur with integer and word oriented
encodings, like UTF-16 and UTF-32, where the sequence of bytes varies depending
on the hardware on which the string was encoded.</p></li>
</ol>
</div>
<div class="section" id="references">
<h3>参考文献<a class="headerlink" href="#references" title="永久链接至标题">¶</a></h3>
<p>The <a class="reference external" href="http://www.unicode.org">Unicode Consortium site</a> has character charts, a
glossary, and PDF versions of the Unicode specification.  Be prepared for some
difficult reading.  <a class="reference external" href="http://www.unicode.org/history/">A chronology</a> of the
origin and development of Unicode is also available on the site.</p>
<p>On the Computerphile Youtube channel, Tom Scott briefly
<cite>discusses the history of Unicode and UTF-8 &lt;https://www.youtube.com/watch?v=MijmeoH9LT4&gt;</cite>
(9 minutes 36 seconds).</p>
<p>To help understand the standard, Jukka Korpela has written <a class="reference external" href="http://jkorpela.fi/unicode/guide.html">an introductory
guide</a> to reading the
Unicode character tables.</p>
<p>Another <a class="reference external" href="https://www.joelonsoftware.com/2003/10/08/the-absolute-minimum-every-software-developer-absolutely-positively-must-know-about-unicode-and-character-sets-no-excuses/">good introductory article</a>
was written by Joel Spolsky.
If this introduction didn't make things clear to you, you should try
reading this alternate article before continuing.</p>
<p>Wikipedia entries are often helpful; see the entries for &quot;<a class="reference external" href="https://en.wikipedia.org/wiki/Character_encoding">character encoding</a>&quot; and <a class="reference external" href="https://en.wikipedia.org/wiki/UTF-8">UTF-8</a>, for example.</p>
</div>
</div>
<div class="section" id="python-s-unicode-support">
<h2>Python's Unicode Support<a class="headerlink" href="#python-s-unicode-support" title="永久链接至标题">¶</a></h2>
<p>Now that you've learned the rudiments of Unicode, we can look at Python's
Unicode features.</p>
<div class="section" id="the-string-type">
<h3>The String Type<a class="headerlink" href="#the-string-type" title="永久链接至标题">¶</a></h3>
<p>Since Python 3.0, the language's <a class="reference internal" href="../library/stdtypes.html#str" title="str"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></a> type contains Unicode
characters, meaning any string created using <code class="docutils literal notranslate"><span class="pre">&quot;unicode</span> <span class="pre">rocks!&quot;</span></code>, <code class="docutils literal notranslate"><span class="pre">'unicode</span>
<span class="pre">rocks!'</span></code>, or the triple-quoted string syntax is stored as Unicode.</p>
<p>The default encoding for Python source code is UTF-8, so you can simply
include a Unicode character in a string literal:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">try</span><span class="p">:</span>
    <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s1">&#39;/tmp/input.txt&#39;</span><span class="p">,</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
        <span class="o">...</span>
<span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
    <span class="c1"># &#39;File not found&#39; error message.</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Fichier non trouvé&quot;</span><span class="p">)</span>
</pre></div>
</div>
<p>Side note: Python 3 also supports using Unicode characters in identifiers:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">répertoire</span> <span class="o">=</span> <span class="s2">&quot;/tmp/records.log&quot;</span>
<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">répertoire</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
    <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s2">&quot;test</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
</div>
<p>If you can't enter a particular character in your editor or want to
keep the source code ASCII-only for some reason, you can also use
escape sequences in string literals. (Depending on your system,
you may see the actual capital-delta glyph instead of a u escape.)</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="s2">&quot;</span><span class="se">\N{GREEK CAPITAL LETTER DELTA}</span><span class="s2">&quot;</span>  <span class="c1"># Using the character name</span>
<span class="go">&#39;\u0394&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="s2">&quot;</span><span class="se">\u0394</span><span class="s2">&quot;</span>                          <span class="c1"># Using a 16-bit hex value</span>
<span class="go">&#39;\u0394&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="s2">&quot;</span><span class="se">\U00000394</span><span class="s2">&quot;</span>                      <span class="c1"># Using a 32-bit hex value</span>
<span class="go">&#39;\u0394&#39;</span>
</pre></div>
</div>
<p>In addition, one can create a string using the <a class="reference internal" href="../library/stdtypes.html#bytes.decode" title="bytes.decode"><code class="xref py py-func docutils literal notranslate"><span class="pre">decode()</span></code></a> method of
<a class="reference internal" href="../library/stdtypes.html#bytes" title="bytes"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></a>.  This method takes an <em>encoding</em> argument, such as <code class="docutils literal notranslate"><span class="pre">UTF-8</span></code>,
and optionally an <em>errors</em> argument.</p>
<p>The <em>errors</em> argument specifies the response when the input string can't be
converted according to the encoding's rules.  Legal values for this argument are
<code class="docutils literal notranslate"><span class="pre">'strict'</span></code> (raise a <a class="reference internal" href="../library/exceptions.html#UnicodeDecodeError" title="UnicodeDecodeError"><code class="xref py py-exc docutils literal notranslate"><span class="pre">UnicodeDecodeError</span></code></a> exception), <code class="docutils literal notranslate"><span class="pre">'replace'</span></code> (use
<code class="docutils literal notranslate"><span class="pre">U+FFFD</span></code>, <code class="docutils literal notranslate"><span class="pre">REPLACEMENT</span> <span class="pre">CHARACTER</span></code>), <code class="docutils literal notranslate"><span class="pre">'ignore'</span></code> (just leave the
character out of the Unicode result), or <code class="docutils literal notranslate"><span class="pre">'backslashreplace'</span></code> (inserts a
<code class="docutils literal notranslate"><span class="pre">\xNN</span></code> escape sequence).
The following examples show the differences:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="sa">b</span><span class="s1">&#39;</span><span class="se">\x80</span><span class="s1">abc&#39;</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;utf-8&quot;</span><span class="p">,</span> <span class="s2">&quot;strict&quot;</span><span class="p">)</span>  
<span class="gt">Traceback (most recent call last):</span>
    <span class="o">...</span>
<span class="gr">UnicodeDecodeError</span>: <span class="n">&#39;utf-8&#39; codec can&#39;t decode byte 0x80 in position 0:</span>
<span class="go">  invalid start byte</span>
<span class="gp">&gt;&gt;&gt; </span><span class="sa">b</span><span class="s1">&#39;</span><span class="se">\x80</span><span class="s1">abc&#39;</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;utf-8&quot;</span><span class="p">,</span> <span class="s2">&quot;replace&quot;</span><span class="p">)</span>
<span class="go">&#39;\ufffdabc&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="sa">b</span><span class="s1">&#39;</span><span class="se">\x80</span><span class="s1">abc&#39;</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;utf-8&quot;</span><span class="p">,</span> <span class="s2">&quot;backslashreplace&quot;</span><span class="p">)</span>
<span class="go">&#39;\\x80abc&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="sa">b</span><span class="s1">&#39;</span><span class="se">\x80</span><span class="s1">abc&#39;</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;utf-8&quot;</span><span class="p">,</span> <span class="s2">&quot;ignore&quot;</span><span class="p">)</span>
<span class="go">&#39;abc&#39;</span>
</pre></div>
</div>
<p>Encodings are specified as strings containing the encoding's name.  Python
comes with roughly 100 different encodings; see the Python Library Reference at
<a class="reference internal" href="../library/codecs.html#standard-encodings"><span class="std std-ref">标准编码</span></a> for a list.  Some encodings have multiple names; for
example, <code class="docutils literal notranslate"><span class="pre">'latin-1'</span></code>, <code class="docutils literal notranslate"><span class="pre">'iso_8859_1'</span></code> and <code class="docutils literal notranslate"><span class="pre">'8859</span></code>' are all synonyms for
the same encoding.</p>
<p>One-character Unicode strings can also be created with the <a class="reference internal" href="../library/functions.html#chr" title="chr"><code class="xref py py-func docutils literal notranslate"><span class="pre">chr()</span></code></a>
built-in function, which takes integers and returns a Unicode string of length 1
that contains the corresponding code point.  The reverse operation is the
built-in <a class="reference internal" href="../library/functions.html#ord" title="ord"><code class="xref py py-func docutils literal notranslate"><span class="pre">ord()</span></code></a> function that takes a one-character Unicode string and
returns the code point value:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="nb">chr</span><span class="p">(</span><span class="mi">57344</span><span class="p">)</span>
<span class="go">&#39;\ue000&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="nb">ord</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\ue000</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="go">57344</span>
</pre></div>
</div>
</div>
<div class="section" id="converting-to-bytes">
<h3>Converting to Bytes<a class="headerlink" href="#converting-to-bytes" title="永久链接至标题">¶</a></h3>
<p>The opposite method of <a class="reference internal" href="../library/stdtypes.html#bytes.decode" title="bytes.decode"><code class="xref py py-meth docutils literal notranslate"><span class="pre">bytes.decode()</span></code></a> is <a class="reference internal" href="../library/stdtypes.html#str.encode" title="str.encode"><code class="xref py py-meth docutils literal notranslate"><span class="pre">str.encode()</span></code></a>,
which returns a <a class="reference internal" href="../library/stdtypes.html#bytes" title="bytes"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></a> representation of the Unicode string, encoded in the
requested <em>encoding</em>.</p>
<p>The <em>errors</em> parameter is the same as the parameter of the
<a class="reference internal" href="../library/stdtypes.html#bytes.decode" title="bytes.decode"><code class="xref py py-meth docutils literal notranslate"><span class="pre">decode()</span></code></a> method but supports a few more possible handlers. As well as
<code class="docutils literal notranslate"><span class="pre">'strict'</span></code>, <code class="docutils literal notranslate"><span class="pre">'ignore'</span></code>, and <code class="docutils literal notranslate"><span class="pre">'replace'</span></code> (which in this case
inserts a question mark instead of the unencodable character), there is
also <code class="docutils literal notranslate"><span class="pre">'xmlcharrefreplace'</span></code> (inserts an XML character reference),
<code class="docutils literal notranslate"><span class="pre">backslashreplace</span></code> (inserts a <code class="docutils literal notranslate"><span class="pre">\uNNNN</span></code> escape sequence) and
<code class="docutils literal notranslate"><span class="pre">namereplace</span></code> (inserts a <code class="docutils literal notranslate"><span class="pre">\N{...}</span></code> escape sequence).</p>
<p>The following example shows the different results:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">u</span> <span class="o">=</span> <span class="nb">chr</span><span class="p">(</span><span class="mi">40960</span><span class="p">)</span> <span class="o">+</span> <span class="s1">&#39;abcd&#39;</span> <span class="o">+</span> <span class="nb">chr</span><span class="p">(</span><span class="mi">1972</span><span class="p">)</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">u</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">)</span>
<span class="go">b&#39;\xea\x80\x80abcd\xde\xb4&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">u</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;ascii&#39;</span><span class="p">)</span>  
<span class="gt">Traceback (most recent call last):</span>
    <span class="o">...</span>
<span class="gr">UnicodeEncodeError</span>: <span class="n">&#39;ascii&#39; codec can&#39;t encode character &#39;\ua000&#39; in</span>
<span class="go">  position 0: ordinal not in range(128)</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">u</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;ascii&#39;</span><span class="p">,</span> <span class="s1">&#39;ignore&#39;</span><span class="p">)</span>
<span class="go">b&#39;abcd&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">u</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;ascii&#39;</span><span class="p">,</span> <span class="s1">&#39;replace&#39;</span><span class="p">)</span>
<span class="go">b&#39;?abcd?&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">u</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;ascii&#39;</span><span class="p">,</span> <span class="s1">&#39;xmlcharrefreplace&#39;</span><span class="p">)</span>
<span class="go">b&#39;&amp;#40960;abcd&amp;#1972;&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">u</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;ascii&#39;</span><span class="p">,</span> <span class="s1">&#39;backslashreplace&#39;</span><span class="p">)</span>
<span class="go">b&#39;\\ua000abcd\\u07b4&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">u</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;ascii&#39;</span><span class="p">,</span> <span class="s1">&#39;namereplace&#39;</span><span class="p">)</span>
<span class="go">b&#39;\\N{YI SYLLABLE IT}abcd\\u07b4&#39;</span>
</pre></div>
</div>
<p>The low-level routines for registering and accessing the available
encodings are found in the <a class="reference internal" href="../library/codecs.html#module-codecs" title="codecs: Encode and decode data and streams."><code class="xref py py-mod docutils literal notranslate"><span class="pre">codecs</span></code></a> module.  Implementing new
encodings also requires understanding the <a class="reference internal" href="../library/codecs.html#module-codecs" title="codecs: Encode and decode data and streams."><code class="xref py py-mod docutils literal notranslate"><span class="pre">codecs</span></code></a> module.
However, the encoding and decoding functions returned by this module
are usually more low-level than is comfortable, and writing new encodings
is a specialized task, so the module won't be covered in this HOWTO.</p>
</div>
<div class="section" id="unicode-literals-in-python-source-code">
<h3>Unicode Literals in Python Source Code<a class="headerlink" href="#unicode-literals-in-python-source-code" title="永久链接至标题">¶</a></h3>
<p>In Python source code, specific Unicode code points can be written using the
<code class="docutils literal notranslate"><span class="pre">\u</span></code> escape sequence, which is followed by four hex digits giving the code
point.  The <code class="docutils literal notranslate"><span class="pre">\U</span></code> escape sequence is similar, but expects eight hex digits,
not four:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">s</span> <span class="o">=</span> <span class="s2">&quot;a</span><span class="se">\xac\u1234\u20ac\U00008000</span><span class="s2">&quot;</span>
<span class="gp">... </span><span class="c1">#     ^^^^ two-digit hex escape</span>
<span class="gp">... </span><span class="c1">#         ^^^^^^ four-digit Unicode escape</span>
<span class="gp">... </span><span class="c1">#                     ^^^^^^^^^^ eight-digit Unicode escape</span>
<span class="gp">&gt;&gt;&gt; </span><span class="p">[</span><span class="nb">ord</span><span class="p">(</span><span class="n">c</span><span class="p">)</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">s</span><span class="p">]</span>
<span class="go">[97, 172, 4660, 8364, 32768]</span>
</pre></div>
</div>
<p>Using escape sequences for code points greater than 127 is fine in small doses,
but becomes an annoyance if you're using many accented characters, as you would
in a program with messages in French or some other accent-using language.  You
can also assemble strings using the <a class="reference internal" href="../library/functions.html#chr" title="chr"><code class="xref py py-func docutils literal notranslate"><span class="pre">chr()</span></code></a> built-in function, but this is
even more tedious.</p>
<p>Ideally, you'd want to be able to write literals in your language's natural
encoding.  You could then edit Python source code with your favorite editor
which would display the accented characters naturally, and have the right
characters used at runtime.</p>
<p>Python supports writing source code in UTF-8 by default, but you can use almost
any encoding if you declare the encoding being used.  This is done by including
a special comment as either the first or second line of the source file:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="ch">#!/usr/bin/env python</span>
<span class="c1"># -*- coding: latin-1 -*-</span>

<span class="n">u</span> <span class="o">=</span> <span class="s1">&#39;abcdé&#39;</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">ord</span><span class="p">(</span><span class="n">u</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span>
</pre></div>
</div>
<p>The syntax is inspired by Emacs's notation for specifying variables local to a
file.  Emacs supports many different variables, but Python only supports
'coding'.  The <code class="docutils literal notranslate"><span class="pre">-*-</span></code> symbols indicate to Emacs that the comment is special;
they have no significance to Python but are a convention.  Python looks for
<code class="docutils literal notranslate"><span class="pre">coding:</span> <span class="pre">name</span></code> or <code class="docutils literal notranslate"><span class="pre">coding=name</span></code> in the comment.</p>
<p>If you don't include such a comment, the default encoding used will be UTF-8 as
already mentioned.  See also <span class="target" id="index-0"></span><a class="pep reference external" href="https://www.python.org/dev/peps/pep-0263"><strong>PEP 263</strong></a> for more information.</p>
</div>
<div class="section" id="unicode-properties">
<h3>Unicode Properties<a class="headerlink" href="#unicode-properties" title="永久链接至标题">¶</a></h3>
<p>The Unicode specification includes a database of information about
code points.  For each defined code point, the information includes
the character's name, its category, the numeric value if applicable
(for characters representing numeric concepts such as the Roman
numerals, fractions such as one-third and four-fifths, etc.).  There
are also display-related properties, such as how to use the code point
in bidirectional text.</p>
<p>The following program displays some information about several characters, and
prints the numeric value of one particular character:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">unicodedata</span>

<span class="n">u</span> <span class="o">=</span> <span class="nb">chr</span><span class="p">(</span><span class="mi">233</span><span class="p">)</span> <span class="o">+</span> <span class="nb">chr</span><span class="p">(</span><span class="mh">0x0bf2</span><span class="p">)</span> <span class="o">+</span> <span class="nb">chr</span><span class="p">(</span><span class="mi">3972</span><span class="p">)</span> <span class="o">+</span> <span class="nb">chr</span><span class="p">(</span><span class="mi">6000</span><span class="p">)</span> <span class="o">+</span> <span class="nb">chr</span><span class="p">(</span><span class="mi">13231</span><span class="p">)</span>

<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">c</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">u</span><span class="p">):</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="s1">&#39;</span><span class="si">%04x</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">ord</span><span class="p">(</span><span class="n">c</span><span class="p">),</span> <span class="n">unicodedata</span><span class="o">.</span><span class="n">category</span><span class="p">(</span><span class="n">c</span><span class="p">),</span> <span class="n">end</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">unicodedata</span><span class="o">.</span><span class="n">name</span><span class="p">(</span><span class="n">c</span><span class="p">))</span>

<span class="c1"># Get numeric value of second character</span>
<span class="nb">print</span><span class="p">(</span><span class="n">unicodedata</span><span class="o">.</span><span class="n">numeric</span><span class="p">(</span><span class="n">u</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span>
</pre></div>
</div>
<p>When run, this prints:</p>
<div class="highlight-none notranslate"><div class="highlight"><pre><span></span>0 00e9 Ll LATIN SMALL LETTER E WITH ACUTE
1 0bf2 No TAMIL NUMBER ONE THOUSAND
2 0f84 Mn TIBETAN MARK HALANTA
3 1770 Lo TAGBANWA LETTER SA
4 33af So SQUARE RAD OVER S SQUARED
1000.0
</pre></div>
</div>
<p>The category codes are abbreviations describing the nature of the character.
These are grouped into categories such as &quot;Letter&quot;, &quot;Number&quot;, &quot;Punctuation&quot;, or
&quot;Symbol&quot;, which in turn are broken up into subcategories.  To take the codes
from the above output, <code class="docutils literal notranslate"><span class="pre">'Ll'</span></code> means 'Letter, lowercase', <code class="docutils literal notranslate"><span class="pre">'No'</span></code> means
&quot;Number, other&quot;, <code class="docutils literal notranslate"><span class="pre">'Mn'</span></code> is &quot;Mark, nonspacing&quot;, and <code class="docutils literal notranslate"><span class="pre">'So'</span></code> is &quot;Symbol,
other&quot;.  See
<a class="reference external" href="http://www.unicode.org/reports/tr44/#General_Category_Values">the General Category Values section of the Unicode Character Database documentation</a> for a
list of category codes.</p>
</div>
<div class="section" id="comparing-strings">
<h3>Comparing Strings<a class="headerlink" href="#comparing-strings" title="永久链接至标题">¶</a></h3>
<p>Unicode adds some complication to comparing strings, because the same
set of characters can be represented by different sequences of code
points.  For example, a letter like 'ê' can be represented as a single
code point U+00EA, or as U+0065 U+0302, which is the code point for
'e' followed by a code point for 'COMBINING CIRCUMFLEX ACCENT'.  These
will produce the same output when printed, but one is a string of
length 1 and the other is of length 2.</p>
<p>One tool for a case-insensitive comparison is the
<a class="reference internal" href="../library/stdtypes.html#str.casefold" title="str.casefold"><code class="xref py py-meth docutils literal notranslate"><span class="pre">casefold()</span></code></a> string method that converts a string to a
case-insensitive form following an algorithm described by the Unicode
Standard.  This algorithm has special handling for characters such as
the German letter 'ß' (code point U+00DF), which becomes the pair of
lowercase letters 'ss'.</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">street</span> <span class="o">=</span> <span class="s1">&#39;Gürzenichstraße&#39;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">street</span><span class="o">.</span><span class="n">casefold</span><span class="p">()</span>
<span class="go">&#39;gürzenichstrasse&#39;</span>
</pre></div>
</div>
<p>A second tool is the <a class="reference internal" href="../library/unicodedata.html#module-unicodedata" title="unicodedata: Access the Unicode Database."><code class="xref py py-mod docutils literal notranslate"><span class="pre">unicodedata</span></code></a> module's
<a class="reference internal" href="../library/unicodedata.html#unicodedata.normalize" title="unicodedata.normalize"><code class="xref py py-func docutils literal notranslate"><span class="pre">normalize()</span></code></a> function that converts strings to one
of several normal forms, where letters followed by a combining
character are replaced with single characters.  <code class="xref py py-func docutils literal notranslate"><span class="pre">normalize()</span></code> can
be used to perform string comparisons that won't falsely report
inequality if two strings use combining characters differently:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">unicodedata</span>

<span class="k">def</span> <span class="nf">compare_strs</span><span class="p">(</span><span class="n">s1</span><span class="p">,</span> <span class="n">s2</span><span class="p">):</span>
    <span class="k">def</span> <span class="nf">NFD</span><span class="p">(</span><span class="n">s</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">unicodedata</span><span class="o">.</span><span class="n">normalize</span><span class="p">(</span><span class="s1">&#39;NFD&#39;</span><span class="p">,</span> <span class="n">s</span><span class="p">)</span>

    <span class="k">return</span> <span class="n">NFD</span><span class="p">(</span><span class="n">s1</span><span class="p">)</span> <span class="o">==</span> <span class="n">NFD</span><span class="p">(</span><span class="n">s2</span><span class="p">)</span>

<span class="n">single_char</span> <span class="o">=</span> <span class="s1">&#39;ê&#39;</span>
<span class="n">multiple_chars</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="se">\N{LATIN SMALL LETTER E}\N{COMBINING CIRCUMFLEX ACCENT}</span><span class="s1">&#39;</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;length of first string=&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">single_char</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;length of second string=&#39;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">multiple_chars</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">compare_strs</span><span class="p">(</span><span class="n">single_char</span><span class="p">,</span> <span class="n">multiple_chars</span><span class="p">))</span>
</pre></div>
</div>
<p>When run, this outputs:</p>
<div class="highlight-shell-session notranslate"><div class="highlight"><pre><span></span><span class="gp">$</span> python3 compare-strs.py
<span class="go">length of first string= 1</span>
<span class="go">length of second string= 2</span>
<span class="go">True</span>
</pre></div>
</div>
<p>The first argument to the <a class="reference internal" href="../library/unicodedata.html#unicodedata.normalize" title="unicodedata.normalize"><code class="xref py py-func docutils literal notranslate"><span class="pre">normalize()</span></code></a> function is a
string giving the desired normalization form, which can be one of
'NFC', 'NFKC', 'NFD', and 'NFKD'.</p>
<p>The Unicode Standard also specifies how to do caseless comparisons:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">unicodedata</span>

<span class="k">def</span> <span class="nf">compare_caseless</span><span class="p">(</span><span class="n">s1</span><span class="p">,</span> <span class="n">s2</span><span class="p">):</span>
    <span class="k">def</span> <span class="nf">NFD</span><span class="p">(</span><span class="n">s</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">unicodedata</span><span class="o">.</span><span class="n">normalize</span><span class="p">(</span><span class="s1">&#39;NFD&#39;</span><span class="p">,</span> <span class="n">s</span><span class="p">)</span>

    <span class="k">return</span> <span class="n">NFD</span><span class="p">(</span><span class="n">NFD</span><span class="p">(</span><span class="n">s1</span><span class="p">)</span><span class="o">.</span><span class="n">casefold</span><span class="p">())</span> <span class="o">==</span> <span class="n">NFD</span><span class="p">(</span><span class="n">NFD</span><span class="p">(</span><span class="n">s2</span><span class="p">)</span><span class="o">.</span><span class="n">casefold</span><span class="p">())</span>

<span class="c1"># Example usage</span>
<span class="n">single_char</span> <span class="o">=</span> <span class="s1">&#39;ê&#39;</span>
<span class="n">multiple_chars</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="se">\N{LATIN CAPITAL LETTER E}\N{COMBINING CIRCUMFLEX ACCENT}</span><span class="s1">&#39;</span>

<span class="nb">print</span><span class="p">(</span><span class="n">compare_caseless</span><span class="p">(</span><span class="n">single_char</span><span class="p">,</span> <span class="n">multiple_chars</span><span class="p">))</span>
</pre></div>
</div>
<p>This will print <code class="docutils literal notranslate"><span class="pre">True</span></code>.  (Why is <code class="xref py py-func docutils literal notranslate"><span class="pre">NFD()</span></code> invoked twice?  Because
there are a few characters that make <code class="xref py py-meth docutils literal notranslate"><span class="pre">casefold()</span></code> return a
non-normalized string, so the result needs to be normalized again. See
section 3.13 of the Unicode Standard for a discussion and an example.)</p>
</div>
<div class="section" id="unicode-regular-expressions">
<h3>Unicode Regular Expressions<a class="headerlink" href="#unicode-regular-expressions" title="永久链接至标题">¶</a></h3>
<p>The regular expressions supported by the <a class="reference internal" href="../library/re.html#module-re" title="re: Regular expression operations."><code class="xref py py-mod docutils literal notranslate"><span class="pre">re</span></code></a> module can be provided
either as bytes or strings.  Some of the special character sequences such as
<code class="docutils literal notranslate"><span class="pre">\d</span></code> and <code class="docutils literal notranslate"><span class="pre">\w</span></code> have different meanings depending on whether
the pattern is supplied as bytes or a string.  For example,
<code class="docutils literal notranslate"><span class="pre">\d</span></code> will match the characters <code class="docutils literal notranslate"><span class="pre">[0-9]</span></code> in bytes but
in strings will match any character that's in the <code class="docutils literal notranslate"><span class="pre">'Nd'</span></code> category.</p>
<p>The string in this example has the number 57 written in both Thai and
Arabic numerals:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">re</span>
<span class="n">p</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;\d+&#39;</span><span class="p">)</span>

<span class="n">s</span> <span class="o">=</span> <span class="s2">&quot;Over </span><span class="se">\u0e55\u0e57</span><span class="s2"> 57 flavours&quot;</span>
<span class="n">m</span> <span class="o">=</span> <span class="n">p</span><span class="o">.</span><span class="n">search</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">repr</span><span class="p">(</span><span class="n">m</span><span class="o">.</span><span class="n">group</span><span class="p">()))</span>
</pre></div>
</div>
<p>When executed, <code class="docutils literal notranslate"><span class="pre">\d+</span></code> will match the Thai numerals and print them
out.  If you supply the <a class="reference internal" href="../library/re.html#re.ASCII" title="re.ASCII"><code class="xref py py-const docutils literal notranslate"><span class="pre">re.ASCII</span></code></a> flag to
<a class="reference internal" href="../library/re.html#re.compile" title="re.compile"><code class="xref py py-func docutils literal notranslate"><span class="pre">compile()</span></code></a>, <code class="docutils literal notranslate"><span class="pre">\d+</span></code> will match the substring &quot;57&quot; instead.</p>
<p>Similarly, <code class="docutils literal notranslate"><span class="pre">\w</span></code> matches a wide variety of Unicode characters but
only <code class="docutils literal notranslate"><span class="pre">[a-zA-Z0-9_]</span></code> in bytes or if <a class="reference internal" href="../library/re.html#re.ASCII" title="re.ASCII"><code class="xref py py-const docutils literal notranslate"><span class="pre">re.ASCII</span></code></a> is supplied,
and <code class="docutils literal notranslate"><span class="pre">\s</span></code> will match either Unicode whitespace characters or
<code class="docutils literal notranslate"><span class="pre">[</span> <span class="pre">\t\n\r\f\v]</span></code>.</p>
</div>
<div class="section" id="id2">
<h3>参考文献<a class="headerlink" href="#id2" title="永久链接至标题">¶</a></h3>
<p>Some good alternative discussions of Python's Unicode support are:</p>
<ul class="simple">
<li><p><a class="reference external" href="http://python-notes.curiousefficiency.org/en/latest/python3/text_file_processing.html">Processing Text Files in Python 3</a>, by Nick Coghlan.</p></li>
<li><p><a class="reference external" href="https://nedbatchelder.com/text/unipain.html">Pragmatic Unicode</a>, a PyCon 2012 presentation by Ned Batchelder.</p></li>
</ul>
<p>The <a class="reference internal" href="../library/stdtypes.html#str" title="str"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></a> type is described in the Python library reference at
<a class="reference internal" href="../library/stdtypes.html#textseq"><span class="std std-ref">文本序列类型 --- str</span></a>.</p>
<p>The documentation for the <a class="reference internal" href="../library/unicodedata.html#module-unicodedata" title="unicodedata: Access the Unicode Database."><code class="xref py py-mod docutils literal notranslate"><span class="pre">unicodedata</span></code></a> module.</p>
<p>The documentation for the <a class="reference internal" href="../library/codecs.html#module-codecs" title="codecs: Encode and decode data and streams."><code class="xref py py-mod docutils literal notranslate"><span class="pre">codecs</span></code></a> module.</p>
<p>Marc-André Lemburg gave <a class="reference external" href="https://downloads.egenix.com/python/Unicode-EPC2002-Talk.pdf">a presentation titled &quot;Python and Unicode&quot; (PDF slides)</a> at
EuroPython 2002.  The slides are an excellent overview of the design of Python
2's Unicode features (where the Unicode string type is called <code class="docutils literal notranslate"><span class="pre">unicode</span></code> and
literals start with <code class="docutils literal notranslate"><span class="pre">u</span></code>).</p>
</div>
</div>
<div class="section" id="reading-and-writing-unicode-data">
<h2>Reading and Writing Unicode Data<a class="headerlink" href="#reading-and-writing-unicode-data" title="永久链接至标题">¶</a></h2>
<p>Once you've written some code that works with Unicode data, the next problem is
input/output.  How do you get Unicode strings into your program, and how do you
convert Unicode into a form suitable for storage or transmission?</p>
<p>It's possible that you may not need to do anything depending on your input
sources and output destinations; you should check whether the libraries used in
your application support Unicode natively.  XML parsers often return Unicode
data, for example.  Many relational databases also support Unicode-valued
columns and can return Unicode values from an SQL query.</p>
<p>Unicode data is usually converted to a particular encoding before it gets
written to disk or sent over a socket.  It's possible to do all the work
yourself: open a file, read an 8-bit bytes object from it, and convert the bytes
with <code class="docutils literal notranslate"><span class="pre">bytes.decode(encoding)</span></code>.  However, the manual approach is not recommended.</p>
<p>One problem is the multi-byte nature of encodings; one Unicode character can be
represented by several bytes.  If you want to read the file in arbitrary-sized
chunks (say, 1024 or 4096 bytes), you need to write error-handling code to catch the case
where only part of the bytes encoding a single Unicode character are read at the
end of a chunk.  One solution would be to read the entire file into memory and
then perform the decoding, but that prevents you from working with files that
are extremely large; if you need to read a 2 GiB file, you need 2 GiB of RAM.
(More, really, since for at least a moment you'd need to have both the encoded
string and its Unicode version in memory.)</p>
<p>The solution would be to use the low-level decoding interface to catch the case
of partial coding sequences.  The work of implementing this has already been
done for you: the built-in <a class="reference internal" href="../library/functions.html#open" title="open"><code class="xref py py-func docutils literal notranslate"><span class="pre">open()</span></code></a> function can return a file-like object
that assumes the file's contents are in a specified encoding and accepts Unicode
parameters for methods such as <a class="reference internal" href="../library/io.html#io.TextIOBase.read" title="io.TextIOBase.read"><code class="xref py py-meth docutils literal notranslate"><span class="pre">read()</span></code></a> and
<a class="reference internal" href="../library/io.html#io.TextIOBase.write" title="io.TextIOBase.write"><code class="xref py py-meth docutils literal notranslate"><span class="pre">write()</span></code></a>.  This works through <a class="reference internal" href="../library/functions.html#open" title="open"><code class="xref py py-func docutils literal notranslate"><span class="pre">open()</span></code></a>'s <em>encoding</em> and
<em>errors</em> parameters which are interpreted just like those in <a class="reference internal" href="../library/stdtypes.html#str.encode" title="str.encode"><code class="xref py py-meth docutils literal notranslate"><span class="pre">str.encode()</span></code></a>
and <a class="reference internal" href="../library/stdtypes.html#bytes.decode" title="bytes.decode"><code class="xref py py-meth docutils literal notranslate"><span class="pre">bytes.decode()</span></code></a>.</p>
<p>Reading Unicode from a file is therefore simple:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s1">&#39;unicode.txt&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">&#39;utf-8&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
    <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">f</span><span class="p">:</span>
        <span class="nb">print</span><span class="p">(</span><span class="nb">repr</span><span class="p">(</span><span class="n">line</span><span class="p">))</span>
</pre></div>
</div>
<p>It's also possible to open files in update mode, allowing both reading and
writing:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s1">&#39;test&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">&#39;utf-8&#39;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;w+&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
    <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\u4500</span><span class="s1"> blah blah blah</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)</span>
    <span class="n">f</span><span class="o">.</span><span class="n">seek</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="nb">repr</span><span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">readline</span><span class="p">()[:</span><span class="mi">1</span><span class="p">]))</span>
</pre></div>
</div>
<p>The Unicode character <code class="docutils literal notranslate"><span class="pre">U+FEFF</span></code> is used as a byte-order mark (BOM), and is often
written as the first character of a file in order to assist with autodetection
of the file's byte ordering.  Some encodings, such as UTF-16, expect a BOM to be
present at the start of a file; when such an encoding is used, the BOM will be
automatically written as the first character and will be silently dropped when
the file is read.  There are variants of these encodings, such as 'utf-16-le'
and 'utf-16-be' for little-endian and big-endian encodings, that specify one
particular byte ordering and don't skip the BOM.</p>
<p>In some areas, it is also convention to use a &quot;BOM&quot; at the start of UTF-8
encoded files; the name is misleading since UTF-8 is not byte-order dependent.
The mark simply announces that the file is encoded in UTF-8.  For reading such
files, use the 'utf-8-sig' codec to automatically skip the mark if present.</p>
<div class="section" id="unicode-filenames">
<h3>Unicode filenames<a class="headerlink" href="#unicode-filenames" title="永久链接至标题">¶</a></h3>
<p>Most of the operating systems in common use today support filenames
that contain arbitrary Unicode characters.  Usually this is
implemented by converting the Unicode string into some encoding that
varies depending on the system.  Today Python is converging on using
UTF-8: Python on MacOS has used UTF-8 for several versions, and Python
3.6 switched to using UTF-8 on Windows as well.  On Unix systems,
there will only be a filesystem encoding if you've set the <code class="docutils literal notranslate"><span class="pre">LANG</span></code> or
<code class="docutils literal notranslate"><span class="pre">LC_CTYPE</span></code> environment variables; if you haven't, the default
encoding is again UTF-8.</p>
<p>The <a class="reference internal" href="../library/sys.html#sys.getfilesystemencoding" title="sys.getfilesystemencoding"><code class="xref py py-func docutils literal notranslate"><span class="pre">sys.getfilesystemencoding()</span></code></a> function returns the encoding to use on
your current system, in case you want to do the encoding manually, but there's
not much reason to bother.  When opening a file for reading or writing, you can
usually just provide the Unicode string as the filename, and it will be
automatically converted to the right encoding for you:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">filename</span> <span class="o">=</span> <span class="s1">&#39;filename</span><span class="se">\u4500</span><span class="s1">abc&#39;</span>
<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
    <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s1">&#39;blah</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
</div>
<p>Functions in the <a class="reference internal" href="../library/os.html#module-os" title="os: Miscellaneous operating system interfaces."><code class="xref py py-mod docutils literal notranslate"><span class="pre">os</span></code></a> module such as <a class="reference internal" href="../library/os.html#os.stat" title="os.stat"><code class="xref py py-func docutils literal notranslate"><span class="pre">os.stat()</span></code></a> will also accept Unicode
filenames.</p>
<p>The <a class="reference internal" href="../library/os.html#os.listdir" title="os.listdir"><code class="xref py py-func docutils literal notranslate"><span class="pre">os.listdir()</span></code></a> function returns filenames, which raises an issue: should it return
the Unicode version of filenames, or should it return bytes containing
the encoded versions?  <a class="reference internal" href="../library/os.html#os.listdir" title="os.listdir"><code class="xref py py-func docutils literal notranslate"><span class="pre">os.listdir()</span></code></a> can do both, depending on whether you
provided the directory path as bytes or a Unicode string.  If you pass a
Unicode string as the path, filenames will be decoded using the filesystem's
encoding and a list of Unicode strings will be returned, while passing a byte
path will return the filenames as bytes.  For example,
assuming the default filesystem encoding is UTF-8, running the following
program:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">fn</span> <span class="o">=</span> <span class="s1">&#39;filename</span><span class="se">\u4500</span><span class="s1">abc&#39;</span>
<span class="n">f</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">fn</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span>
<span class="n">f</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>

<span class="kn">import</span> <span class="nn">os</span>
<span class="nb">print</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">listdir</span><span class="p">(</span><span class="sa">b</span><span class="s1">&#39;.&#39;</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">listdir</span><span class="p">(</span><span class="s1">&#39;.&#39;</span><span class="p">))</span>
</pre></div>
</div>
<p>will produce the following output:</p>
<div class="highlight-shell-session notranslate"><div class="highlight"><pre><span></span><span class="gp">$</span> python listdir-test.py
<span class="go">[b&#39;filename\xe4\x94\x80abc&#39;, ...]</span>
<span class="go">[&#39;filename\u4500abc&#39;, ...]</span>
</pre></div>
</div>
<p>The first list contains UTF-8-encoded filenames, and the second list contains
the Unicode versions.</p>
<p>Note that on most occasions, you should can just stick with using
Unicode with these APIs.  The bytes APIs should only be used on
systems where undecodable file names can be present; that's
pretty much only Unix systems now.</p>
</div>
<div class="section" id="tips-for-writing-unicode-aware-programs">
<h3>Tips for Writing Unicode-aware Programs<a class="headerlink" href="#tips-for-writing-unicode-aware-programs" title="永久链接至标题">¶</a></h3>
<p>This section provides some suggestions on writing software that deals with
Unicode.</p>
<p>The most important tip is:</p>
<blockquote>
<div><p>Software should only work with Unicode strings internally, decoding the input
data as soon as possible and encoding the output only at the end.</p>
</div></blockquote>
<p>If you attempt to write processing functions that accept both Unicode and byte
strings, you will find your program vulnerable to bugs wherever you combine the
two different kinds of strings.  There is no automatic encoding or decoding: if
you do e.g. <code class="docutils literal notranslate"><span class="pre">str</span> <span class="pre">+</span> <span class="pre">bytes</span></code>, a <a class="reference internal" href="../library/exceptions.html#TypeError" title="TypeError"><code class="xref py py-exc docutils literal notranslate"><span class="pre">TypeError</span></code></a> will be raised.</p>
<p>When using data coming from a web browser or some other untrusted source, a
common technique is to check for illegal characters in a string before using the
string in a generated command line or storing it in a database.  If you're doing
this, be careful to check the decoded string, not the encoded bytes data;
some encodings may have interesting properties, such as not being bijective
or not being fully ASCII-compatible.  This is especially true if the input
data also specifies the encoding, since the attacker can then choose a
clever way to hide malicious text in the encoded bytestream.</p>
<div class="section" id="converting-between-file-encodings">
<h4>Converting Between File Encodings<a class="headerlink" href="#converting-between-file-encodings" title="永久链接至标题">¶</a></h4>
<p>The <a class="reference internal" href="../library/codecs.html#codecs.StreamRecoder" title="codecs.StreamRecoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">StreamRecoder</span></code></a> class can transparently convert between
encodings, taking a stream that returns data in encoding #1
and behaving like a stream returning data in encoding #2.</p>
<p>For example, if you have an input file <em>f</em> that's in Latin-1, you
can wrap it with a <a class="reference internal" href="../library/codecs.html#codecs.StreamRecoder" title="codecs.StreamRecoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">StreamRecoder</span></code></a> to return bytes encoded in
UTF-8:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">new_f</span> <span class="o">=</span> <span class="n">codecs</span><span class="o">.</span><span class="n">StreamRecoder</span><span class="p">(</span><span class="n">f</span><span class="p">,</span>
    <span class="c1"># en/decoder: used by read() to encode its results and</span>
    <span class="c1"># by write() to decode its input.</span>
    <span class="n">codecs</span><span class="o">.</span><span class="n">getencoder</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">),</span> <span class="n">codecs</span><span class="o">.</span><span class="n">getdecoder</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">),</span>

    <span class="c1"># reader/writer: used to read and write to the stream.</span>
    <span class="n">codecs</span><span class="o">.</span><span class="n">getreader</span><span class="p">(</span><span class="s1">&#39;latin-1&#39;</span><span class="p">),</span> <span class="n">codecs</span><span class="o">.</span><span class="n">getwriter</span><span class="p">(</span><span class="s1">&#39;latin-1&#39;</span><span class="p">)</span> <span class="p">)</span>
</pre></div>
</div>
</div>
<div class="section" id="files-in-an-unknown-encoding">
<h4>Files in an Unknown Encoding<a class="headerlink" href="#files-in-an-unknown-encoding" title="永久链接至标题">¶</a></h4>
<p>What can you do if you need to make a change to a file, but don't know
the file's encoding?  If you know the encoding is ASCII-compatible and
only want to examine or modify the ASCII parts, you can open the file
with the <code class="docutils literal notranslate"><span class="pre">surrogateescape</span></code> error handler:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">fname</span><span class="p">,</span> <span class="s1">&#39;r&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;ascii&quot;</span><span class="p">,</span> <span class="n">errors</span><span class="o">=</span><span class="s2">&quot;surrogateescape&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
    <span class="n">data</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">()</span>

<span class="c1"># make changes to the string &#39;data&#39;</span>

<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">fname</span> <span class="o">+</span> <span class="s1">&#39;.new&#39;</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">,</span>
          <span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;ascii&quot;</span><span class="p">,</span> <span class="n">errors</span><span class="o">=</span><span class="s2">&quot;surrogateescape&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
    <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
</pre></div>
</div>
<p>The <code class="docutils literal notranslate"><span class="pre">surrogateescape</span></code> error handler will decode any non-ASCII bytes
as code points in a special range running from U+DC80 to
U+DCFF.  These code points will then turn back into the
same bytes when the <code class="docutils literal notranslate"><span class="pre">surrogateescape</span></code> error handler is used to
encode the data and write it back out.</p>
</div>
</div>
<div class="section" id="id3">
<h3>参考文献<a class="headerlink" href="#id3" title="永久链接至标题">¶</a></h3>
<p>One section of <a class="reference external" href="http://pyvideo.org/video/289/pycon-2010--mastering-python-3-i-o">Mastering Python 3 Input/Output</a>,
a PyCon 2010 talk by David Beazley, discusses text processing and binary data handling.</p>
<p>The <a class="reference external" href="https://downloads.egenix.com/python/LSM2005-Developing-Unicode-aware-applications-in-Python.pdf">PDF slides for Marc-André Lemburg's presentation &quot;Writing Unicode-aware
Applications in Python&quot;</a>
discuss questions of character encodings as well as how to internationalize
and localize an application.  These slides cover Python 2.x only.</p>
<p><a class="reference external" href="http://pyvideo.org/video/1768/the-guts-of-unicode-in-python">The Guts of Unicode in Python</a>
is a PyCon 2013 talk by Benjamin Peterson that discusses the internal Unicode
representation in Python 3.3.</p>
</div>
</div>
<div class="section" id="acknowledgements">
<h2>致谢<a class="headerlink" href="#acknowledgements" title="永久链接至标题">¶</a></h2>
<p>The initial draft of this document was written by Andrew Kuchling.
It has since been revised further by Alexander Belopolsky, Georg Brandl,
Andrew Kuchling, and Ezio Melotti.</p>
<p>Thanks to the following people who have noted errors or offered
suggestions on this article: Éric Araujo, Nicholas Bastin, Nick
Coghlan, Marius Gedminas, Kent Johnson, Ken Krugler, Marc-André
Lemburg, Martin von Löwis, Terry J. Reedy, Serhiy Storchaka,
Eryk Sun, Chad Whitacre, Graham Wideman.</p>
</div>
</div>


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        <div class="sphinxsidebarwrapper">
  <h3><a href="../contents.html">目录</a></h3>
  <ul>
<li><a class="reference internal" href="#">Unicode 指南</a><ul>
<li><a class="reference internal" href="#introduction-to-unicode">Unicode 概述</a><ul>
<li><a class="reference internal" href="#definitions">定义</a></li>
<li><a class="reference internal" href="#encodings">编码</a></li>
<li><a class="reference internal" href="#references">参考文献</a></li>
</ul>
</li>
<li><a class="reference internal" href="#python-s-unicode-support">Python's Unicode Support</a><ul>
<li><a class="reference internal" href="#the-string-type">The String Type</a></li>
<li><a class="reference internal" href="#converting-to-bytes">Converting to Bytes</a></li>
<li><a class="reference internal" href="#unicode-literals-in-python-source-code">Unicode Literals in Python Source Code</a></li>
<li><a class="reference internal" href="#unicode-properties">Unicode Properties</a></li>
<li><a class="reference internal" href="#comparing-strings">Comparing Strings</a></li>
<li><a class="reference internal" href="#unicode-regular-expressions">Unicode Regular Expressions</a></li>
<li><a class="reference internal" href="#id2">参考文献</a></li>
</ul>
</li>
<li><a class="reference internal" href="#reading-and-writing-unicode-data">Reading and Writing Unicode Data</a><ul>
<li><a class="reference internal" href="#unicode-filenames">Unicode filenames</a></li>
<li><a class="reference internal" href="#tips-for-writing-unicode-aware-programs">Tips for Writing Unicode-aware Programs</a><ul>
<li><a class="reference internal" href="#converting-between-file-encodings">Converting Between File Encodings</a></li>
<li><a class="reference internal" href="#files-in-an-unknown-encoding">Files in an Unknown Encoding</a></li>
</ul>
</li>
<li><a class="reference internal" href="#id3">参考文献</a></li>
</ul>
</li>
<li><a class="reference internal" href="#acknowledgements">致谢</a></li>
</ul>
</li>
</ul>

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